F-MNIST
Benchmarks
TaskDatasetSOTA resultTrendResults
F-MNIST 500x2
83.9Final Accuracy
6
F-MNIST (test)
2.94MSE
6
F-MNIST
69.6Agreement
6
F-MNIST 16D space (test)
96L. C.
5
F-MNIST Dirichlet
86.4Final Accuracy (%)
5
F-MNIST unlabeled 2 (train)
96Accuracy
5
F-MNIST unlabeled 1 (train)
95.41Accuracy
5
F-MNIST (test)
0.52DP
5
F-MNIST
4.59Run Time
5
F-MNIST
99.2Trustworthiness
5
F-MNIST
95AUROC
5
f-MNIST
95.8AUC
5
F-MNIST 70000x784
65Runtime (s)
5
F-MNIST-2 unlabeled (train)
0.02Absolute Estimation Error
4
F-MNIST unlabeled 1 (train)
0.014Absolute Estimation Error
4
F-MNIST Original (test)
91.55Accuracy
4
F-MNIST Scaled synthetic (test)
87.26Accuracy
4
F-MNIST Translated synthetic (test)
85.06Accuracy
4
F-MNIST Rotated 90 synthetic (test)
86.48Accuracy
4
F-MNIST Rotated 180 synthetic (test)
85.57Accuracy
4
F-MNIST (ε = 0.3, c = 10) (test)
91.51Accuracy (Clean)
4
F-MNIST
92.92Top-1 Accuracy
3
F-MNIST
85.4SVM Accuracy
1
F-MNIST 70K
—Primary metric
0